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Duplicate from mradermacher/hpc-coder-v2-16b-i1-GGUF
Browse filesCo-authored-by: team mradermacher <[email protected]>
- .gitattributes +59 -0
- README.md +84 -0
- hpc-coder-v2-16b.i1-IQ1_M.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ1_S.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ2_M.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ2_S.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ2_XS.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ2_XXS.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ3_M.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ3_S.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ3_XS.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ3_XXS.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ4_NL.gguf +3 -0
- hpc-coder-v2-16b.i1-IQ4_XS.gguf +3 -0
- hpc-coder-v2-16b.i1-Q2_K.gguf +3 -0
- hpc-coder-v2-16b.i1-Q2_K_S.gguf +3 -0
- hpc-coder-v2-16b.i1-Q3_K_L.gguf +3 -0
- hpc-coder-v2-16b.i1-Q3_K_M.gguf +3 -0
- hpc-coder-v2-16b.i1-Q3_K_S.gguf +3 -0
- hpc-coder-v2-16b.i1-Q4_0.gguf +3 -0
- hpc-coder-v2-16b.i1-Q4_1.gguf +3 -0
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- hpc-coder-v2-16b.i1-Q4_K_S.gguf +3 -0
- hpc-coder-v2-16b.i1-Q5_K_M.gguf +3 -0
- hpc-coder-v2-16b.i1-Q5_K_S.gguf +3 -0
- hpc-coder-v2-16b.i1-Q6_K.gguf +3 -0
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hpc-coder-v2-16b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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hpc-coder-v2-16b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: hpcgroup/hpc-coder-v2-16b
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datasets:
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- hpcgroup/hpc-instruct
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- ise-uiuc/Magicoder-OSS-Instruct-75K
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- nickrosh/Evol-Instruct-Code-80k-v1
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language:
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- en
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library_name: transformers
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quantized_by: mradermacher
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tags:
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- code
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- hpc
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- parallel
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- axonn
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---
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## About
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<!-- ### quantize_version: 2 -->
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<!-- ### output_tensor_quantised: 1 -->
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<!-- ### convert_type: hf -->
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<!-- ### vocab_type: -->
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<!-- ### tags: nicoboss -->
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weighted/imatrix quants of https://huggingface.co/hpcgroup/hpc-coder-v2-16b
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<!-- provided-files -->
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static quants are available at https://huggingface.co/mradermacher/hpc-coder-v2-16b-GGUF
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
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more details, including on how to concatenate multi-part files.
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## Provided Quants
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(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ1_S.gguf) | i1-IQ1_S | 5.1 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ1_M.gguf) | i1-IQ1_M | 5.3 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.7 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.1 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ2_S.gguf) | i1-IQ2_S | 6.1 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ2_M.gguf) | i1-IQ2_M | 6.4 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q2_K.gguf) | i1-Q2_K | 6.5 | IQ3_XXS probably better |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 6.6 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 7.1 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 7.2 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ3_S.gguf) | i1-IQ3_S | 7.6 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 7.6 | IQ3_XS probably better |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ3_M.gguf) | i1-IQ3_M | 7.7 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 8.2 | IQ3_S probably better |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.6 | IQ3_M probably better |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.7 | |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 9.0 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q4_0.gguf) | i1-Q4_0 | 9.0 | fast, low quality |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 9.6 | optimal size/speed/quality |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q4_1.gguf) | i1-Q4_1 | 10.0 | |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 10.5 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 11.2 | |
|
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 12.0 | |
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| [GGUF](https://huggingface.co/mradermacher/hpc-coder-v2-16b-i1-GGUF/resolve/main/hpc-coder-v2-16b.i1-Q6_K.gguf) | i1-Q6_K | 14.2 | practically like static Q6_K |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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types (lower is better):
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|
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+

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And here are Artefact2's thoughts on the matter:
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https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
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## FAQ / Model Request
|
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|
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See https://huggingface.co/mradermacher/model_requests for some answers to
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questions you might have and/or if you want some other model quantized.
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+
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## Thanks
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|
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I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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me use its servers and providing upgrades to my workstation to enable
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this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
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<!-- end -->
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